Class ROCK

RObust Clustering using linKs

Index

Constructors

Properties

Methods

_f _g _link _sim fit getClusters predict

Constructors

constructor

new ROCK(th: number, k: number): ROCK
Parameters
- th: number
  Threshold
- k: number
  Number of clusters
Returns ROCK
- Defined in lib/model/rock.d.ts:18

Properties

_k

_k: number

_root

_root: { children: any[]; g: number; leafs: any[] }

_th

_th: number

Methods

_f

_f(): number
Returns number
- Defined in lib/model/rock.d.ts:21

_g

_g(c1: any, c2: any, links: any): number
Parameters
- c1: any
- c2: any
- links: any
Returns number
- Defined in lib/model/rock.d.ts:22

_link

_link(data: any): Link
Parameters
- data: any
Returns Link
- Defined in lib/model/rock.d.ts:24

_sim

_sim(a: any, b: any): number
Parameters
- a: any
- b: any
Returns number
- Defined in lib/model/rock.d.ts:23

fit

fit(data: number[][]): void
Fit model.
Parameters
- data: number[][]
  Training data
Returns void
- Defined in lib/model/rock.d.ts:29

getClusters

getClusters(number: number): ROCKNode[]
Returns the specified number of clusters.
Parameters
- number: number
  Number of clusters
Returns ROCKNode[]
Cluster nodes
- Defined in lib/model/rock.d.ts:40

predict

predict(): number[]
Returns predicted categories.

Returns number[]
Predicted values
- Defined in lib/model/rock.d.ts:45